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Data-Driven Policies for Manufacturing Systems and Cyber Vulnerability Maintenance
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| 자료유형 | E-Book |
|---|---|
| 개인저자 | Roychowdhury, Sayak. |
| 단체저자명 | The Ohio State University. Industrial and Systems Engineering. |
| 서명/저자사항 | Data-Driven Policies for Manufacturing Systems and Cyber Vulnerability Maintenance. |
| 발행사항 | [S.l.] : The Ohio State University., 2017 |
| 발행사항 | Ann Arbor : ProQuest Dissertations & Theses, 2017 |
| 형태사항 | 136 p. |
| 소장본 주기 | School code: 0168. |
| ISBN | 9780438310001 |
| 일반주기 |
Source: Dissertation Abstracts International, Volume: 80-01(E), Section: B.
Adviser: Theodore T. Allen. |
| 요약 | This research explores deterministic and stochastic policies to help organizations make data-driven optimal decisions. The two major application areas identified in this research are manufacturing and cyber security. In a recent report published |
| 요약 | In stamping, different types of parts are scheduled for processing in the press, which requires different die-sets to be mounted on the press. This has all the elements of conventional scheduling problems with tardiness objectives and setup cost |
| 요약 | The second part of this research is motivated towards improving cyber vulnerability maintenance policies under uncertainty. A conservative estimate by McAfee in 2014 puts annual cost of cybercrime at US$375B. This is an important contempo |
| 요약 | Another benefit of using finite numbers of model scenarios relates to decision making for multiple identical systems, e.g., a "fleet" of identical Linux computer hosts. The issue of identical systems in machine learning has apparently received l |
| 요약 | Then, I explore additional advantages of finite model scenario BAMDPs relating to the ability to incorporate reward-based or other learning in intuitive ways. Also, the speed of learning and the concept of "fast learning" and average learning ti |
| 일반주제명 | Operations research. Industrial engineering. |
| 언어 | 영어 |
| 기본자료 저록 | Dissertation Abstracts International80-01B(E). Dissertation Abstract International |
| 대출바로가기 | http://www.riss.kr/pdu/ddodLink.do?id=T15001352 |
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| No. | 등록번호 | 청구기호 | 소장처 | 도서상태 | 반납예정일 | 예약 | 서비스 | 매체정보 |
|---|---|---|---|---|---|---|---|---|
| 1 | WE00028720 | 658 | 가야대학교/전자책서버(컴퓨터서버)/ | 대출가능 |
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